Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 145460 |
| Missing cells | 343248 |
| Missing cells (%) | 10.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 25.5 MiB |
| Average record size in memory | 184.0 B |
Variable types
| NUM | 16 |
|---|---|
| CAT | 5 |
| BOOL | 2 |
Date has a high cardinality: 3436 distinct values | High cardinality |
Pressure3pm is highly correlated with Pressure9am | High correlation |
Pressure9am is highly correlated with Pressure3pm | High correlation |
Temp9am is highly correlated with MinTemp | High correlation |
MinTemp is highly correlated with Temp9am | High correlation |
Temp3pm is highly correlated with MaxTemp | High correlation |
MaxTemp is highly correlated with Temp3pm | High correlation |
MinTemp has 1485 (1.0%) missing values | Missing |
Rainfall has 3261 (2.2%) missing values | Missing |
Evaporation has 62790 (43.2%) missing values | Missing |
Sunshine has 69835 (48.0%) missing values | Missing |
WindGustDir has 10326 (7.1%) missing values | Missing |
WindGustSpeed has 10263 (7.1%) missing values | Missing |
WindDir9am has 10566 (7.3%) missing values | Missing |
WindDir3pm has 4228 (2.9%) missing values | Missing |
WindSpeed9am has 1767 (1.2%) missing values | Missing |
WindSpeed3pm has 3062 (2.1%) missing values | Missing |
Humidity9am has 2654 (1.8%) missing values | Missing |
Humidity3pm has 4507 (3.1%) missing values | Missing |
Pressure9am has 15065 (10.4%) missing values | Missing |
Pressure3pm has 15028 (10.3%) missing values | Missing |
Cloud9am has 55888 (38.4%) missing values | Missing |
Cloud3pm has 59358 (40.8%) missing values | Missing |
Temp9am has 1767 (1.2%) missing values | Missing |
Temp3pm has 3609 (2.5%) missing values | Missing |
RainToday has 3261 (2.2%) missing values | Missing |
RainTomorrow has 3267 (2.2%) missing values | Missing |
Rainfall has 91080 (62.6%) zeros | Zeros |
Sunshine has 2359 (1.6%) zeros | Zeros |
WindSpeed9am has 8745 (6.0%) zeros | Zeros |
Cloud9am has 8642 (5.9%) zeros | Zeros |
Cloud3pm has 4974 (3.4%) zeros | Zeros |
Reproduction
| Analysis started | 2022-12-26 11:12:34.397783 |
|---|---|
| Analysis finished | 2022-12-26 11:13:43.416758 |
| Duration | 1 minute and 9.02 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 3436 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 2013-11-12 | 49 |
|---|---|
| 2014-09-01 | 49 |
| 2014-08-23 | 49 |
| 2014-08-24 | 49 |
| 2014-08-25 | 49 |
| Other values (3431) |
| Value | Count | Frequency (%) | |
| 2013-11-12 | 49 | < 0.1% | |
| 2014-09-01 | 49 | < 0.1% | |
| 2014-08-23 | 49 | < 0.1% | |
| 2014-08-24 | 49 | < 0.1% | |
| 2014-08-25 | 49 | < 0.1% | |
| 2014-08-26 | 49 | < 0.1% | |
| 2014-08-27 | 49 | < 0.1% | |
| 2014-08-28 | 49 | < 0.1% | |
| 2014-08-29 | 49 | < 0.1% | |
| 2014-08-30 | 49 | < 0.1% | |
| Other values (3426) | 144970 | 99.7% |
Unique
| Unique | 92 ? |
|---|---|
| Unique (%) | 0.1% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Location
Categorical
| Distinct | 49 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| Canberra | 3436 |
|---|---|
| Sydney | 3344 |
| Darwin | 3193 |
| Melbourne | 3193 |
| Brisbane | 3193 |
| Other values (44) |
| Value | Count | Frequency (%) | |
| Canberra | 3436 | 2.4% | |
| Sydney | 3344 | 2.3% | |
| Darwin | 3193 | 2.2% | |
| Melbourne | 3193 | 2.2% | |
| Brisbane | 3193 | 2.2% | |
| Adelaide | 3193 | 2.2% | |
| Perth | 3193 | 2.2% | |
| Hobart | 3193 | 2.2% | |
| Albany | 3040 | 2.1% | |
| MountGambier | 3040 | 2.1% | |
| Other values (39) | 113442 | 78.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 16 |
|---|---|
| Median length | 8 |
| Mean length | 8.711625189 |
| Min length | 4 |
| Distinct | 389 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1485 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.19403438 |
|---|---|
| Minimum | -8.5 |
| Maximum | 33.9 |
| Zeros | 159 |
| Zeros (%) | 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -8.5 |
|---|---|
| 5-th percentile | 1.8 |
| Q1 | 7.6 |
| median | 12 |
| Q3 | 16.9 |
| 95-th percentile | 23 |
| Maximum | 33.9 |
| Range | 42.4 |
| Interquartile range (IQR) | 9.3 |
Descriptive statistics
| Standard deviation | 6.398494976 |
|---|---|
| Coefficient of variation (CV) | 0.5247233832 |
| Kurtosis | -0.483972117 |
| Mean | 12.19403438 |
| Median Absolute Deviation (MAD) | 4.6 |
| Skewness | 0.02118828401 |
| Sum | 1755636.1 |
| Variance | 40.94073795 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 11 | 899 | 0.6% | |
| 10.2 | 898 | 0.6% | |
| 9.6 | 896 | 0.6% | |
| 10.5 | 884 | 0.6% | |
| 10.8 | 872 | 0.6% | |
| 9 | 872 | 0.6% | |
| 10 | 871 | 0.6% | |
| 12 | 866 | 0.6% | |
| 8.9 | 861 | 0.6% | |
| 10.4 | 860 | 0.6% | |
| Other values (379) | 135196 | 92.9% | |
| (Missing) | 1485 | 1.0% |
| Value | Count | Frequency (%) | |
| -8.5 | 1 | < 0.1% | |
| -8.2 | 2 | < 0.1% | |
| -8 | 2 | < 0.1% | |
| -7.8 | 1 | < 0.1% | |
| -7.6 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 33.9 | 1 | < 0.1% | |
| 31.9 | 1 | < 0.1% | |
| 31.8 | 1 | < 0.1% | |
| 31.4 | 3 | < 0.1% | |
| 31.2 | 1 | < 0.1% |
| Distinct | 505 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 1261 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.22134828 |
|---|---|
| Minimum | -4.8 |
| Maximum | 48.1 |
| Zeros | 14 |
| Zeros (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -4.8 |
|---|---|
| 5-th percentile | 12.8 |
| Q1 | 17.9 |
| median | 22.6 |
| Q3 | 28.2 |
| 95-th percentile | 35.5 |
| Maximum | 48.1 |
| Range | 52.9 |
| Interquartile range (IQR) | 10.3 |
Descriptive statistics
| Standard deviation | 7.119048846 |
|---|---|
| Coefficient of variation (CV) | 0.3065734496 |
| Kurtosis | -0.2246297848 |
| Mean | 23.22134828 |
| Median Absolute Deviation (MAD) | 5.1 |
| Skewness | 0.2208393481 |
| Sum | 3348495.2 |
| Variance | 50.68085647 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 20 | 885 | 0.6% | |
| 19 | 843 | 0.6% | |
| 19.8 | 840 | 0.6% | |
| 20.4 | 834 | 0.6% | |
| 19.9 | 823 | 0.6% | |
| 20.8 | 817 | 0.6% | |
| 19.5 | 812 | 0.6% | |
| 18.5 | 811 | 0.6% | |
| 21 | 810 | 0.6% | |
| 18.2 | 804 | 0.6% | |
| Other values (495) | 135920 | 93.4% | |
| (Missing) | 1261 | 0.9% |
| Value | Count | Frequency (%) | |
| -4.8 | 1 | < 0.1% | |
| -4.1 | 1 | < 0.1% | |
| -3.8 | 1 | < 0.1% | |
| -3.7 | 1 | < 0.1% | |
| -3.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 48.1 | 1 | < 0.1% | |
| 47.3 | 2 | < 0.1% | |
| 47 | 1 | < 0.1% | |
| 46.9 | 1 | < 0.1% | |
| 46.8 | 3 | < 0.1% |
| Distinct | 681 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 3261 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.36091815 |
|---|---|
| Minimum | 0 |
| Maximum | 371 |
| Zeros | 91080 |
| Zeros (%) | 62.6% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.8 |
| 95-th percentile | 13 |
| Maximum | 371 |
| Range | 371 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 8.478059738 |
|---|---|
| Coefficient of variation (CV) | 3.591001127 |
| Kurtosis | 178.1520788 |
| Mean | 2.36091815 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.83622525 |
| Sum | 335720.2 |
| Variance | 71.87749692 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 91080 | 62.6% | |
| 0.2 | 8761 | 6.0% | |
| 0.4 | 3782 | 2.6% | |
| 0.6 | 2592 | 1.8% | |
| 0.8 | 2056 | 1.4% | |
| 1 | 1759 | 1.2% | |
| 1.2 | 1535 | 1.1% | |
| 1.4 | 1377 | 0.9% | |
| 1.6 | 1200 | 0.8% | |
| 1.8 | 1104 | 0.8% | |
| Other values (671) | 26953 | 18.5% | |
| (Missing) | 3261 | 2.2% |
| Value | Count | Frequency (%) | |
| 0 | 91080 | 62.6% | |
| 0.1 | 157 | 0.1% | |
| 0.2 | 8761 | 6.0% | |
| 0.3 | 65 | < 0.1% | |
| 0.4 | 3782 | 2.6% |
| Value | Count | Frequency (%) | |
| 371 | 1 | < 0.1% | |
| 367.6 | 1 | < 0.1% | |
| 278.4 | 1 | < 0.1% | |
| 268.6 | 1 | < 0.1% | |
| 247.2 | 1 | < 0.1% |
| Distinct | 358 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 62790 |
| Missing (%) | 43.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.468231523 |
|---|---|
| Minimum | 0 |
| Maximum | 145 |
| Zeros | 244 |
| Zeros (%) | 0.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2.6 |
| median | 4.8 |
| Q3 | 7.4 |
| 95-th percentile | 12 |
| Maximum | 145 |
| Range | 145 |
| Interquartile range (IQR) | 4.8 |
Descriptive statistics
| Standard deviation | 4.193704094 |
|---|---|
| Coefficient of variation (CV) | 0.7669214583 |
| Kurtosis | 45.0432665 |
| Mean | 5.468231523 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | 3.761286011 |
| Sum | 452058.7 |
| Variance | 17.58715403 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 4 | 3339 | 2.3% | |
| 8 | 2609 | 1.8% | |
| 2.2 | 2095 | 1.4% | |
| 2 | 2032 | 1.4% | |
| 2.6 | 2003 | 1.4% | |
| 2.4 | 2003 | 1.4% | |
| 1.8 | 1979 | 1.4% | |
| 3 | 1973 | 1.4% | |
| 3.4 | 1967 | 1.4% | |
| 3.2 | 1956 | 1.3% | |
| Other values (348) | 60714 | 41.7% | |
| (Missing) | 62790 | 43.2% |
| Value | Count | Frequency (%) | |
| 0 | 244 | 0.2% | |
| 0.1 | 8 | < 0.1% | |
| 0.2 | 503 | 0.3% | |
| 0.3 | 10 | < 0.1% | |
| 0.4 | 769 | 0.5% |
| Value | Count | Frequency (%) | |
| 145 | 1 | < 0.1% | |
| 86.2 | 1 | < 0.1% | |
| 82.4 | 1 | < 0.1% | |
| 81.2 | 1 | < 0.1% | |
| 77.3 | 1 | < 0.1% |
| Distinct | 145 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 69835 |
| Missing (%) | 48.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.611177521 |
|---|---|
| Minimum | 0 |
| Maximum | 14.5 |
| Zeros | 2359 |
| Zeros (%) | 1.6% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 4.8 |
| median | 8.4 |
| Q3 | 10.6 |
| 95-th percentile | 12.8 |
| Maximum | 14.5 |
| Range | 14.5 |
| Interquartile range (IQR) | 5.8 |
Descriptive statistics
| Standard deviation | 3.785482965 |
|---|---|
| Coefficient of variation (CV) | 0.4973583857 |
| Kurtosis | -0.8294593402 |
| Mean | 7.611177521 |
| Median Absolute Deviation (MAD) | 2.6 |
| Skewness | -0.4964800381 |
| Sum | 575595.3 |
| Variance | 14.32988128 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 2359 | 1.6% | |
| 10.7 | 1101 | 0.8% | |
| 11 | 1094 | 0.8% | |
| 10.8 | 1069 | 0.7% | |
| 10.5 | 1027 | 0.7% | |
| 10.9 | 1021 | 0.7% | |
| 10.3 | 1010 | 0.7% | |
| 10.2 | 993 | 0.7% | |
| 10 | 984 | 0.7% | |
| 11.1 | 978 | 0.7% | |
| Other values (135) | 63989 | 44.0% | |
| (Missing) | 69835 | 48.0% |
| Value | Count | Frequency (%) | |
| 0 | 2359 | 1.6% | |
| 0.1 | 542 | 0.4% | |
| 0.2 | 521 | 0.4% | |
| 0.3 | 433 | 0.3% | |
| 0.4 | 326 | 0.2% |
| Value | Count | Frequency (%) | |
| 14.5 | 1 | < 0.1% | |
| 14.3 | 4 | < 0.1% | |
| 14.2 | 2 | < 0.1% | |
| 14.1 | 6 | < 0.1% | |
| 14 | 15 | < 0.1% |
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 10326 |
| Missing (%) | 7.1% |
| Memory size | 1.1 MiB |
| W | |
|---|---|
| SE | |
| N | |
| SSE | |
| E | |
| Other values (11) |
| Value | Count | Frequency (%) | |
| W | 9915 | 6.8% | |
| SE | 9418 | 6.5% | |
| N | 9313 | 6.4% | |
| SSE | 9216 | 6.3% | |
| E | 9181 | 6.3% | |
| S | 9168 | 6.3% | |
| WSW | 9069 | 6.2% | |
| SW | 8967 | 6.2% | |
| SSW | 8736 | 6.0% | |
| WNW | 8252 | 5.7% | |
| Other values (6) | 43899 | 30.2% | |
| (Missing) | 10326 | 7.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.252069297 |
| Min length | 1 |
| Distinct | 67 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 10263 |
| Missing (%) | 7.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.03523007 |
|---|---|
| Minimum | 6 |
| Maximum | 135 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 31 |
| median | 39 |
| Q3 | 48 |
| 95-th percentile | 65 |
| Maximum | 135 |
| Range | 129 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 13.60706227 |
|---|---|
| Coefficient of variation (CV) | 0.3398772092 |
| Kurtosis | 1.41864232 |
| Mean | 40.03523007 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.874878878 |
| Sum | 5412643 |
| Variance | 185.1521435 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 35 | 9215 | 6.3% | |
| 39 | 8794 | 6.0% | |
| 31 | 8428 | 5.8% | |
| 37 | 8047 | 5.5% | |
| 33 | 7933 | 5.5% | |
| 41 | 7369 | 5.1% | |
| 30 | 7038 | 4.8% | |
| 43 | 6609 | 4.5% | |
| 28 | 6478 | 4.5% | |
| 44 | 5432 | 3.7% | |
| Other values (57) | 59854 | 41.1% | |
| (Missing) | 10263 | 7.1% |
| Value | Count | Frequency (%) | |
| 6 | 1 | < 0.1% | |
| 7 | 19 | < 0.1% | |
| 9 | 91 | 0.1% | |
| 11 | 192 | 0.1% | |
| 13 | 532 | 0.4% |
| Value | Count | Frequency (%) | |
| 135 | 3 | < 0.1% | |
| 130 | 1 | < 0.1% | |
| 126 | 2 | < 0.1% | |
| 124 | 2 | < 0.1% | |
| 122 | 3 | < 0.1% |
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 10566 |
| Missing (%) | 7.3% |
| Memory size | 1.1 MiB |
| N | |
|---|---|
| SE | |
| E | |
| SSE | |
| NW | |
| Other values (11) |
| Value | Count | Frequency (%) | |
| N | 11758 | 8.1% | |
| SE | 9287 | 6.4% | |
| E | 9176 | 6.3% | |
| SSE | 9112 | 6.3% | |
| NW | 8749 | 6.0% | |
| S | 8659 | 6.0% | |
| W | 8459 | 5.8% | |
| SW | 8423 | 5.8% | |
| NNE | 8129 | 5.6% | |
| NNW | 7980 | 5.5% | |
| Other values (6) | 45162 | 31.0% | |
| (Missing) | 10566 | 7.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.242169669 |
| Min length | 1 |
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4228 |
| Missing (%) | 2.9% |
| Memory size | 1.1 MiB |
| SE | |
|---|---|
| W | |
| S | |
| WSW | |
| SSE | |
| Other values (11) |
| Value | Count | Frequency (%) | |
| SE | 10838 | 7.5% | |
| W | 10110 | 7.0% | |
| S | 9926 | 6.8% | |
| WSW | 9518 | 6.5% | |
| SSE | 9399 | 6.5% | |
| SW | 9354 | 6.4% | |
| N | 8890 | 6.1% | |
| WNW | 8874 | 6.1% | |
| NW | 8610 | 5.9% | |
| ESE | 8505 | 5.8% | |
| Other values (6) | 47208 | 32.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.230984463 |
| Min length | 1 |
| Distinct | 43 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1767 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.04342591 |
|---|---|
| Minimum | 0 |
| Maximum | 130 |
| Zeros | 8745 |
| Zeros (%) | 6.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 13 |
| Q3 | 19 |
| 95-th percentile | 30 |
| Maximum | 130 |
| Range | 130 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.915375323 |
|---|---|
| Coefficient of variation (CV) | 0.6348433336 |
| Kurtosis | 1.226990907 |
| Mean | 14.04342591 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.7776295123 |
| Sum | 2017942 |
| Variance | 79.48391714 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 9 | 13649 | 9.4% | |
| 13 | 13132 | 9.0% | |
| 11 | 11728 | 8.1% | |
| 17 | 10788 | 7.4% | |
| 7 | 10783 | 7.4% | |
| 15 | 10625 | 7.3% | |
| 6 | 9118 | 6.3% | |
| 19 | 8763 | 6.0% | |
| 0 | 8745 | 6.0% | |
| 20 | 8063 | 5.5% | |
| Other values (33) | 38299 | 26.3% |
| Value | Count | Frequency (%) | |
| 0 | 8745 | 6.0% | |
| 2 | 4609 | 3.2% | |
| 4 | 6360 | 4.4% | |
| 6 | 9118 | 6.3% | |
| 7 | 10783 | 7.4% |
| Value | Count | Frequency (%) | |
| 130 | 1 | < 0.1% | |
| 87 | 2 | < 0.1% | |
| 83 | 1 | < 0.1% | |
| 74 | 4 | < 0.1% | |
| 72 | 1 | < 0.1% |
| Distinct | 44 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3062 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.66265678 |
|---|---|
| Minimum | 0 |
| Maximum | 87 |
| Zeros | 1112 |
| Zeros (%) | 0.8% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 13 |
| median | 19 |
| Q3 | 24 |
| 95-th percentile | 35 |
| Maximum | 87 |
| Range | 87 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.809800021 |
|---|---|
| Coefficient of variation (CV) | 0.4720549773 |
| Kurtosis | 0.7638582384 |
| Mean | 18.66265678 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.6282154194 |
| Sum | 2657525 |
| Variance | 77.61257641 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 13 | 12580 | 8.6% | |
| 17 | 12539 | 8.6% | |
| 20 | 11713 | 8.1% | |
| 15 | 11483 | 7.9% | |
| 19 | 11263 | 7.7% | |
| 11 | 10015 | 6.9% | |
| 9 | 9753 | 6.7% | |
| 24 | 9052 | 6.2% | |
| 22 | 8598 | 5.9% | |
| 28 | 6553 | 4.5% | |
| Other values (34) | 38849 | 26.7% |
| Value | Count | Frequency (%) | |
| 0 | 1112 | 0.8% | |
| 2 | 1034 | 0.7% | |
| 4 | 2249 | 1.5% | |
| 6 | 3805 | 2.6% | |
| 7 | 5903 | 4.1% |
| Value | Count | Frequency (%) | |
| 87 | 1 | < 0.1% | |
| 83 | 2 | < 0.1% | |
| 78 | 1 | < 0.1% | |
| 76 | 2 | < 0.1% | |
| 74 | 1 | < 0.1% |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2654 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.88083134 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 57 |
| median | 70 |
| Q3 | 83 |
| 95-th percentile | 98 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 19.02916445 |
|---|---|
| Coefficient of variation (CV) | 0.2762621194 |
| Kurtosis | -0.03755504182 |
| Mean | 68.88083134 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.4839689946 |
| Sum | 9836596 |
| Variance | 362.1090997 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 99 | 3391 | 2.3% | |
| 70 | 3026 | 2.1% | |
| 69 | 3023 | 2.1% | |
| 65 | 3014 | 2.1% | |
| 68 | 3011 | 2.1% | |
| 71 | 2976 | 2.0% | |
| 66 | 2973 | 2.0% | |
| 67 | 2950 | 2.0% | |
| 74 | 2917 | 2.0% | |
| 72 | 2914 | 2.0% | |
| Other values (91) | 112611 | 77.4% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 5 | < 0.1% | |
| 2 | 8 | < 0.1% | |
| 3 | 10 | < 0.1% | |
| 4 | 20 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 2863 | 2.0% | |
| 99 | 3391 | 2.3% | |
| 98 | 2099 | 1.4% | |
| 97 | 1789 | 1.2% | |
| 96 | 1609 | 1.1% |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 4507 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.53911588 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 37 |
| median | 52 |
| Q3 | 66 |
| 95-th percentile | 88 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 20.79590166 |
|---|---|
| Coefficient of variation (CV) | 0.4034974466 |
| Kurtosis | -0.5113632484 |
| Mean | 51.53911588 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.03361436764 |
| Sum | 7264593 |
| Variance | 432.4695257 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 52 | 2751 | 1.9% | |
| 55 | 2738 | 1.9% | |
| 57 | 2728 | 1.9% | |
| 53 | 2697 | 1.9% | |
| 59 | 2690 | 1.8% | |
| 58 | 2643 | 1.8% | |
| 54 | 2642 | 1.8% | |
| 50 | 2624 | 1.8% | |
| 51 | 2621 | 1.8% | |
| 60 | 2615 | 1.8% | |
| Other values (91) | 114204 | 78.5% | |
| (Missing) | 4507 | 3.1% |
| Value | Count | Frequency (%) | |
| 0 | 4 | < 0.1% | |
| 1 | 26 | < 0.1% | |
| 2 | 35 | < 0.1% | |
| 3 | 63 | < 0.1% | |
| 4 | 113 | 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 400 | 0.3% | |
| 99 | 434 | 0.3% | |
| 98 | 603 | 0.4% | |
| 97 | 403 | 0.3% | |
| 96 | 462 | 0.3% |
| Distinct | 546 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 15065 |
| Missing (%) | 10.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1017.64994 |
|---|---|
| Minimum | 980.5 |
| Maximum | 1041 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 980.5 |
|---|---|
| 5-th percentile | 1006.2 |
| Q1 | 1012.9 |
| median | 1017.6 |
| Q3 | 1022.4 |
| 95-th percentile | 1029.5 |
| Maximum | 1041 |
| Range | 60.5 |
| Interquartile range (IQR) | 9.5 |
Descriptive statistics
| Standard deviation | 7.106530288 |
|---|---|
| Coefficient of variation (CV) | 0.006983275888 |
| Kurtosis | 0.2315626216 |
| Mean | 1017.64994 |
| Median Absolute Deviation (MAD) | 4.7 |
| Skewness | -0.09552363669 |
| Sum | 132696463.9 |
| Variance | 50.50277273 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1016.4 | 816 | 0.6% | |
| 1017.9 | 789 | 0.5% | |
| 1016.3 | 775 | 0.5% | |
| 1018.7 | 775 | 0.5% | |
| 1018 | 769 | 0.5% | |
| 1017.3 | 769 | 0.5% | |
| 1015.9 | 768 | 0.5% | |
| 1017.8 | 766 | 0.5% | |
| 1017.2 | 759 | 0.5% | |
| 1017.7 | 759 | 0.5% | |
| Other values (536) | 122650 | 84.3% | |
| (Missing) | 15065 | 10.4% |
| Value | Count | Frequency (%) | |
| 980.5 | 1 | < 0.1% | |
| 982 | 1 | < 0.1% | |
| 982.2 | 1 | < 0.1% | |
| 982.3 | 1 | < 0.1% | |
| 982.9 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1041 | 1 | < 0.1% | |
| 1040.9 | 1 | < 0.1% | |
| 1040.6 | 2 | < 0.1% | |
| 1040.5 | 1 | < 0.1% | |
| 1040.4 | 3 | < 0.1% |
| Distinct | 549 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 15028 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1015.255889 |
|---|---|
| Minimum | 977.1 |
| Maximum | 1039.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 977.1 |
|---|---|
| 5-th percentile | 1004 |
| Q1 | 1010.4 |
| median | 1015.2 |
| Q3 | 1020 |
| 95-th percentile | 1026.9 |
| Maximum | 1039.6 |
| Range | 62.5 |
| Interquartile range (IQR) | 9.6 |
Descriptive statistics
| Standard deviation | 7.037413808 |
|---|---|
| Coefficient of variation (CV) | 0.006931665096 |
| Kurtosis | 0.1291715572 |
| Mean | 1015.255889 |
| Median Absolute Deviation (MAD) | 4.8 |
| Skewness | -0.0456214048 |
| Sum | 132421856.1 |
| Variance | 49.52519311 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1015.3 | 786 | 0.5% | |
| 1015.5 | 783 | 0.5% | |
| 1015.6 | 776 | 0.5% | |
| 1015.7 | 773 | 0.5% | |
| 1013.5 | 767 | 0.5% | |
| 1015.1 | 766 | 0.5% | |
| 1015.8 | 765 | 0.5% | |
| 1015.4 | 756 | 0.5% | |
| 1016 | 747 | 0.5% | |
| 1014.8 | 745 | 0.5% | |
| Other values (539) | 122768 | 84.4% | |
| (Missing) | 15028 | 10.3% |
| Value | Count | Frequency (%) | |
| 977.1 | 1 | < 0.1% | |
| 978.2 | 1 | < 0.1% | |
| 979 | 1 | < 0.1% | |
| 980.2 | 2 | < 0.1% | |
| 981.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1039.6 | 1 | < 0.1% | |
| 1038.9 | 1 | < 0.1% | |
| 1038.5 | 1 | < 0.1% | |
| 1038.4 | 1 | < 0.1% | |
| 1038.2 | 1 | < 0.1% |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 55888 |
| Missing (%) | 38.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.44746126 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 8642 |
| Zeros (%) | 5.9% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.887158854 |
|---|---|
| Coefficient of variation (CV) | 0.6491700961 |
| Kurtosis | -1.538830489 |
| Mean | 4.44746126 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2290818322 |
| Sum | 398368 |
| Variance | 8.335686245 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 7 | 19972 | 13.7% | |
| 1 | 15687 | 10.8% | |
| 8 | 14697 | 10.1% | |
| 0 | 8642 | 5.9% | |
| 6 | 8171 | 5.6% | |
| 2 | 6500 | 4.5% | |
| 3 | 5914 | 4.1% | |
| 5 | 5567 | 3.8% | |
| 4 | 4420 | 3.0% | |
| 9 | 2 | < 0.1% | |
| (Missing) | 55888 | 38.4% |
| Value | Count | Frequency (%) | |
| 0 | 8642 | 5.9% | |
| 1 | 15687 | 10.8% | |
| 2 | 6500 | 4.5% | |
| 3 | 5914 | 4.1% | |
| 4 | 4420 | 3.0% |
| Value | Count | Frequency (%) | |
| 9 | 2 | < 0.1% | |
| 8 | 14697 | 10.1% | |
| 7 | 19972 | 13.7% | |
| 6 | 8171 | 5.6% | |
| 5 | 5567 | 3.8% |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 59358 |
| Missing (%) | 40.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.509930083 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 4974 |
| Zeros (%) | 3.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.72035731 |
|---|---|
| Coefficient of variation (CV) | 0.6031927902 |
| Kurtosis | -1.456524516 |
| Mean | 4.509930083 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.2263843461 |
| Sum | 388314 |
| Variance | 7.400343896 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 7 | 18229 | 12.5% | |
| 1 | 14976 | 10.3% | |
| 8 | 12660 | 8.7% | |
| 6 | 8978 | 6.2% | |
| 2 | 7226 | 5.0% | |
| 3 | 6921 | 4.8% | |
| 5 | 6815 | 4.7% | |
| 4 | 5322 | 3.7% | |
| 0 | 4974 | 3.4% | |
| 9 | 1 | < 0.1% | |
| (Missing) | 59358 | 40.8% |
| Value | Count | Frequency (%) | |
| 0 | 4974 | 3.4% | |
| 1 | 14976 | 10.3% | |
| 2 | 7226 | 5.0% | |
| 3 | 6921 | 4.8% | |
| 4 | 5322 | 3.7% |
| Value | Count | Frequency (%) | |
| 9 | 1 | < 0.1% | |
| 8 | 12660 | 8.7% | |
| 7 | 18229 | 12.5% | |
| 6 | 8978 | 6.2% | |
| 5 | 6815 | 4.7% |
| Distinct | 441 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1767 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.99063142 |
|---|---|
| Minimum | -7.2 |
| Maximum | 40.2 |
| Zeros | 36 |
| Zeros (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -7.2 |
|---|---|
| 5-th percentile | 6.9 |
| Q1 | 12.3 |
| median | 16.7 |
| Q3 | 21.6 |
| 95-th percentile | 28.2 |
| Maximum | 40.2 |
| Range | 47.4 |
| Interquartile range (IQR) | 9.3 |
Descriptive statistics
| Standard deviation | 6.488753141 |
|---|---|
| Coefficient of variation (CV) | 0.3819018247 |
| Kurtosis | -0.3405233369 |
| Mean | 16.99063142 |
| Median Absolute Deviation (MAD) | 4.6 |
| Skewness | 0.0885399966 |
| Sum | 2441434.8 |
| Variance | 42.10391732 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 17 | 912 | 0.6% | |
| 13.8 | 900 | 0.6% | |
| 14.8 | 894 | 0.6% | |
| 16 | 882 | 0.6% | |
| 14 | 876 | 0.6% | |
| 15 | 867 | 0.6% | |
| 16.6 | 867 | 0.6% | |
| 16.5 | 856 | 0.6% | |
| 13 | 848 | 0.6% | |
| 15.1 | 846 | 0.6% | |
| Other values (431) | 134945 | 92.8% | |
| (Missing) | 1767 | 1.2% |
| Value | Count | Frequency (%) | |
| -7.2 | 1 | < 0.1% | |
| -7 | 1 | < 0.1% | |
| -6.2 | 1 | < 0.1% | |
| -5.9 | 1 | < 0.1% | |
| -5.6 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 40.2 | 1 | < 0.1% | |
| 39.4 | 1 | < 0.1% | |
| 39.1 | 1 | < 0.1% | |
| 39 | 1 | < 0.1% | |
| 38.9 | 1 | < 0.1% |
| Distinct | 502 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 3609 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.68339032 |
|---|---|
| Minimum | -5.4 |
| Maximum | 46.7 |
| Zeros | 17 |
| Zeros (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -5.4 |
|---|---|
| 5-th percentile | 11.6 |
| Q1 | 16.6 |
| median | 21.1 |
| Q3 | 26.4 |
| 95-th percentile | 33.7 |
| Maximum | 46.7 |
| Range | 52.1 |
| Interquartile range (IQR) | 9.8 |
Descriptive statistics
| Standard deviation | 6.93665046 |
|---|---|
| Coefficient of variation (CV) | 0.3199061751 |
| Kurtosis | -0.1362814705 |
| Mean | 21.68339032 |
| Median Absolute Deviation (MAD) | 4.8 |
| Skewness | 0.237960364 |
| Sum | 3075810.6 |
| Variance | 48.1171196 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 20 | 882 | 0.6% | |
| 19 | 869 | 0.6% | |
| 18.5 | 869 | 0.6% | |
| 18.4 | 868 | 0.6% | |
| 17.8 | 859 | 0.6% | |
| 19.4 | 840 | 0.6% | |
| 18 | 839 | 0.6% | |
| 19.2 | 839 | 0.6% | |
| 17 | 834 | 0.6% | |
| 19.3 | 833 | 0.6% | |
| Other values (492) | 133319 | 91.7% | |
| (Missing) | 3609 | 2.5% |
| Value | Count | Frequency (%) | |
| -5.4 | 1 | < 0.1% | |
| -5.1 | 1 | < 0.1% | |
| -4.4 | 1 | < 0.1% | |
| -4.2 | 1 | < 0.1% | |
| -4.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 46.7 | 1 | < 0.1% | |
| 46.2 | 1 | < 0.1% | |
| 46.1 | 3 | < 0.1% | |
| 45.9 | 1 | < 0.1% | |
| 45.8 | 2 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3261 |
| Missing (%) | 2.2% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Yes | |
| (Missing) | 3261 |
| Value | Count | Frequency (%) | |
| No | 110319 | 75.8% | |
| Yes | 31880 | 21.9% | |
| (Missing) | 3261 | 2.2% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Date | Location | MinTemp | MaxTemp | Rainfall | Evaporation | Sunshine | WindGustDir | WindGustSpeed | WindDir9am | WindDir3pm | WindSpeed9am | WindSpeed3pm | Humidity9am | Humidity3pm | Pressure9am | Pressure3pm | Cloud9am | Cloud3pm | Temp9am | Temp3pm | RainToday | RainTomorrow | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2008-12-01 | Albury | 13.4 | 22.9 | 0.6 | NaN | NaN | W | 44.0 | W | WNW | 20.0 | 24.0 | 71.0 | 22.0 | 1007.7 | 1007.1 | 8.0 | NaN | 16.9 | 21.8 | No | No |
| 1 | 2008-12-02 | Albury | 7.4 | 25.1 | 0.0 | NaN | NaN | WNW | 44.0 | NNW | WSW | 4.0 | 22.0 | 44.0 | 25.0 | 1010.6 | 1007.8 | NaN | NaN | 17.2 | 24.3 | No | No |
| 2 | 2008-12-03 | Albury | 12.9 | 25.7 | 0.0 | NaN | NaN | WSW | 46.0 | W | WSW | 19.0 | 26.0 | 38.0 | 30.0 | 1007.6 | 1008.7 | NaN | 2.0 | 21.0 | 23.2 | No | No |
| 3 | 2008-12-04 | Albury | 9.2 | 28.0 | 0.0 | NaN | NaN | NE | 24.0 | SE | E | 11.0 | 9.0 | 45.0 | 16.0 | 1017.6 | 1012.8 | NaN | NaN | 18.1 | 26.5 | No | No |
| 4 | 2008-12-05 | Albury | 17.5 | 32.3 | 1.0 | NaN | NaN | W | 41.0 | ENE | NW | 7.0 | 20.0 | 82.0 | 33.0 | 1010.8 | 1006.0 | 7.0 | 8.0 | 17.8 | 29.7 | No | No |
| 5 | 2008-12-06 | Albury | 14.6 | 29.7 | 0.2 | NaN | NaN | WNW | 56.0 | W | W | 19.0 | 24.0 | 55.0 | 23.0 | 1009.2 | 1005.4 | NaN | NaN | 20.6 | 28.9 | No | No |
| 6 | 2008-12-07 | Albury | 14.3 | 25.0 | 0.0 | NaN | NaN | W | 50.0 | SW | W | 20.0 | 24.0 | 49.0 | 19.0 | 1009.6 | 1008.2 | 1.0 | NaN | 18.1 | 24.6 | No | No |
| 7 | 2008-12-08 | Albury | 7.7 | 26.7 | 0.0 | NaN | NaN | W | 35.0 | SSE | W | 6.0 | 17.0 | 48.0 | 19.0 | 1013.4 | 1010.1 | NaN | NaN | 16.3 | 25.5 | No | No |
| 8 | 2008-12-09 | Albury | 9.7 | 31.9 | 0.0 | NaN | NaN | NNW | 80.0 | SE | NW | 7.0 | 28.0 | 42.0 | 9.0 | 1008.9 | 1003.6 | NaN | NaN | 18.3 | 30.2 | No | Yes |
| 9 | 2008-12-10 | Albury | 13.1 | 30.1 | 1.4 | NaN | NaN | W | 28.0 | S | SSE | 15.0 | 11.0 | 58.0 | 27.0 | 1007.0 | 1005.7 | NaN | NaN | 20.1 | 28.2 | Yes | No |
Last rows
| Date | Location | MinTemp | MaxTemp | Rainfall | Evaporation | Sunshine | WindGustDir | WindGustSpeed | WindDir9am | WindDir3pm | WindSpeed9am | WindSpeed3pm | Humidity9am | Humidity3pm | Pressure9am | Pressure3pm | Cloud9am | Cloud3pm | Temp9am | Temp3pm | RainToday | RainTomorrow | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145450 | 2017-06-16 | Uluru | 5.2 | 24.3 | 0.0 | NaN | NaN | E | 24.0 | SE | E | 11.0 | 11.0 | 53.0 | 24.0 | 1023.8 | 1020.0 | NaN | NaN | 12.3 | 23.3 | No | No |
| 145451 | 2017-06-17 | Uluru | 6.4 | 23.4 | 0.0 | NaN | NaN | ESE | 31.0 | S | ESE | 15.0 | 17.0 | 53.0 | 25.0 | 1025.8 | 1023.0 | NaN | NaN | 11.2 | 23.1 | No | No |
| 145452 | 2017-06-18 | Uluru | 8.0 | 20.7 | 0.0 | NaN | NaN | ESE | 41.0 | SE | E | 19.0 | 26.0 | 56.0 | 32.0 | 1028.1 | 1024.3 | NaN | 7.0 | 11.6 | 20.0 | No | No |
| 145453 | 2017-06-19 | Uluru | 7.4 | 20.6 | 0.0 | NaN | NaN | E | 35.0 | ESE | E | 15.0 | 17.0 | 63.0 | 33.0 | 1027.2 | 1023.3 | NaN | NaN | 11.0 | 20.3 | No | No |
| 145454 | 2017-06-20 | Uluru | 3.5 | 21.8 | 0.0 | NaN | NaN | E | 31.0 | ESE | E | 15.0 | 13.0 | 59.0 | 27.0 | 1024.7 | 1021.2 | NaN | NaN | 9.4 | 20.9 | No | No |
| 145455 | 2017-06-21 | Uluru | 2.8 | 23.4 | 0.0 | NaN | NaN | E | 31.0 | SE | ENE | 13.0 | 11.0 | 51.0 | 24.0 | 1024.6 | 1020.3 | NaN | NaN | 10.1 | 22.4 | No | No |
| 145456 | 2017-06-22 | Uluru | 3.6 | 25.3 | 0.0 | NaN | NaN | NNW | 22.0 | SE | N | 13.0 | 9.0 | 56.0 | 21.0 | 1023.5 | 1019.1 | NaN | NaN | 10.9 | 24.5 | No | No |
| 145457 | 2017-06-23 | Uluru | 5.4 | 26.9 | 0.0 | NaN | NaN | N | 37.0 | SE | WNW | 9.0 | 9.0 | 53.0 | 24.0 | 1021.0 | 1016.8 | NaN | NaN | 12.5 | 26.1 | No | No |
| 145458 | 2017-06-24 | Uluru | 7.8 | 27.0 | 0.0 | NaN | NaN | SE | 28.0 | SSE | N | 13.0 | 7.0 | 51.0 | 24.0 | 1019.4 | 1016.5 | 3.0 | 2.0 | 15.1 | 26.0 | No | No |
| 145459 | 2017-06-25 | Uluru | 14.9 | NaN | 0.0 | NaN | NaN | NaN | NaN | ESE | ESE | 17.0 | 17.0 | 62.0 | 36.0 | 1020.2 | 1017.9 | 8.0 | 8.0 | 15.0 | 20.9 | No | NaN |